The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

MapReduce
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 154 - 163
Rank change year-on-year - 0  
Permanent jobs citing MapReduce 3 0 3
As % of all permanent IT jobs advertised in Scotland 0.11% - 0.095%
As % of the Processes & Methodologies category 0.12% - 0.11%
Number of salaries quoted 3 0 1
Median salary £55,000 - £79,500
UK excluding London median salary £47,500 £55,000 £52,500
% change year-on-year -13.63% +4.76%  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2463 2589 2832
As % of all permanent IT job vacancies advertised in Scotland 91.46% 91.42% 89.96%
Number of salaries quoted 1579 1455 1775
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £68,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

MapReduce
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce in Scotland

MapReduce
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce in Scotland.

Salary trend for MapReduce in Scotland

MapReduce
Salary Histogram in Scotland

The salary distribution of IT jobs citing MapReduce in Scotland over the 3 months to 26 June 2017.

Salary histogram for MapReduce in Scotland

MapReduce
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the Scotland region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh - 3 £55,000 - 2
MapReduce
UK

For the 6 months to 26 June 2017, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for MapReduce.

1 12 (100.00%) Hadoop
2 10 (83.33%) Apache Hive
2 10 (83.33%) HDFS
3 8 (66.67%) Big Data
3 8 (66.67%) Analytics
3 8 (66.67%) Python
4 7 (58.33%) Unix
5 6 (50.00%) Cloudera
5 6 (50.00%) Apache Spark
5 6 (50.00%) Hadoop YARN
6 5 (41.67%) Retail
7 4 (33.33%) Finance
7 4 (33.33%) SAS
7 4 (33.33%) Apache Pig
8 3 (25.00%) Sqoop
8 3 (25.00%) Oozie
8 3 (25.00%) Kafka
8 3 (25.00%) High Availability
8 3 (25.00%) Linux
8 3 (25.00%) Project Management
8 3 (25.00%) Cloudera CDH
9 2 (16.67%) Java
9 2 (16.67%) Shell Script
9 2 (16.67%) SQL
9 2 (16.67%) Change Management
9 2 (16.67%) R
9 2 (16.67%) Agile Software Development
9 2 (16.67%) Red Hat Enterprise Linux
9 2 (16.67%) Machine Learning
10 1 (8.33%) Statistical Modelling

MapReduce
Co-occurring IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (50.00%) Apache Spark
2 4 (33.33%) Apache Pig
2 4 (33.33%) SAS
3 1 (8.33%) Confluence
Cloud Services
1 1 (8.33%) Cloud Computing
Database & Business Intelligence
1 12 (100.00%) Hadoop
2 10 (83.33%) Apache Hive
3 8 (66.67%) Big Data
4 3 (25.00%) Cloudera CDH
4 3 (25.00%) Sqoop
5 1 (8.33%) Apache Cassandra
5 1 (8.33%) Data Mining
5 1 (8.33%) Data Warehouse
5 1 (8.33%) HBase
Development Applications
1 1 (8.33%) Atlassian Bamboo
1 1 (8.33%) Bitbucket
1 1 (8.33%) Git (software)
1 1 (8.33%) Jenkins
1 1 (8.33%) JIRA
1 1 (8.33%) Subversion
General
1 5 (41.67%) Retail
2 4 (33.33%) Finance
Job Titles
1 3 (25.00%) Architect
1 3 (25.00%) Big Data Architect
1 3 (25.00%) Data Architect
1 3 (25.00%) Hadoop Architect
1 3 (25.00%) Hadoop Engineer
2 2 (16.67%) Data Scientist
3 1 (8.33%) Administrator
3 1 (8.33%) Analyst
3 1 (8.33%) Development Engineer
3 1 (8.33%) Hadoop Administrator
3 1 (8.33%) Hadoop Specialist
3 1 (8.33%) Infrastructure Engineer
3 1 (8.33%) Senior Data Scientist
3 1 (8.33%) Service Analyst
3 1 (8.33%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (25.00%) Kafka
2 1 (8.33%) Ajax
2 1 (8.33%) JSON
2 1 (8.33%) MLlib
2 1 (8.33%) RESTful
2 1 (8.33%) RSS
2 1 (8.33%) scikit-learn
2 1 (8.33%) TensorFlow
2 1 (8.33%) XML
Miscellaneous
1 1 (8.33%) Algorithms
1 1 (8.33%) Data Structures
Operating Systems
1 7 (58.33%) Unix
2 3 (25.00%) Linux
3 2 (16.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 8 (66.67%) Analytics
2 3 (25.00%) High Availability
2 3 (25.00%) Project Management
3 2 (16.67%) Agile Software Development
3 2 (16.67%) Change Management
3 2 (16.67%) Machine Learning
4 1 (8.33%) Continuous Integration
4 1 (8.33%) Data Analysis
4 1 (8.33%) Data Management
4 1 (8.33%) Mathematics
4 1 (8.33%) Memory Management
4 1 (8.33%) OOD
4 1 (8.33%) Open Source
4 1 (8.33%) Physics
4 1 (8.33%) Statistical Analysis
4 1 (8.33%) Statistical Modelling
4 1 (8.33%) Statistics
4 1 (8.33%) TDD
4 1 (8.33%) UML
4 1 (8.33%) Unit Testing
Programming Languages
1 8 (66.67%) Python
2 2 (16.67%) Java
2 2 (16.67%) R
2 2 (16.67%) Shell Script
2 2 (16.67%) SQL
3 1 (8.33%) C
3 1 (8.33%) C#
3 1 (8.33%) JavaScript
3 1 (8.33%) PHP
Qualifications
1 1 (8.33%) PhD
System Software
1 10 (83.33%) HDFS
2 1 (8.33%) Apache Flume
2 1 (8.33%) KVM
2 1 (8.33%) Virtual Machines
Systems Management
1 6 (50.00%) Hadoop YARN
2 3 (25.00%) Oozie
Vendors
1 6 (50.00%) Cloudera
Edinburgh
Cathcart Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 10 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 16 days ago